Central Library

Normal view MARC view ISBD view

Computational Neuroscience [electronic resource] : 4th Latin American Workshop, LAWCN 2023, Envigado, Colombia, November 28-30, 2023, Revised Selected Papers / edited by Jaime A. Riascos Salas, Vinícius Rosa Cota, Hernán Villota, Daniel Betancur Vasquez.

Contributor(s): Riascos Salas, Jaime A [editor.] | Cota, Vinícius Rosa [editor.] | Villota, Hernán [editor.] | Betancur Vasquez, Daniel [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Communications in Computer and Information Science: 2108Publisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2024Edition: 1st ed. 2024.Description: XIV, 145 p. 93 illus., 72 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031638480.Subject(s): Artificial intelligence | Image processing -- Digital techniques | Computer vision | Application software | Computer systems | Artificial Intelligence | Computer Imaging, Vision, Pattern Recognition and Graphics | Computer and Information Systems Applications | Computer System ImplementationAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
-- Artificial intelligence and machine learning. -- EEG-based classification of passive pedaling speeds using SVM: a promising approach for enhancing lower limb rehabilitation technologies. -- Data augmentation by adaptative targeted zoom for MRI brain tumor segmentation. -- Riemannian electrocardiographic signal classification. -- Computational neuroscience. -- Evaluation of Wnt/β-Catenin pathway modulation on CA3-CA1 synaptic plasticity model. -- In silico application of the epsilon-greedy algorithm for frequency optimization of electrical neurostimulation for hypersynchronous disorders. -- Fuzzy control with Central Pattern Generators for the locomotion of quadruped robotic systems. -- Brain-Computer Interfaces. -- Comparison of visual and kinesthetic motor imagery for upper limb activity. -- Effect of imagery training on biomechanical aspects of a sport skill in gymnasts of the Met Chia Club. -- Influence of delays in functional connectivity to distinguish motor imagery tasks. -- Impact of ocular artifact removal on EEG-based color classification for locked-in syndrome BCI communication.
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 4th Latin American Workshop, LAWCN 2023, held in Envigado, Colombia, during November 28-30, 2023. The 8 full papers and 2 short papers included in this book were carefully reviewed and selected from 50 submissions. They were organized in topical sections as follows: artificial intelligence and machine learning; computational neuroscience; and brain-computer interfaces.
    average rating: 0.0 (0 votes)
No physical items for this record

-- Artificial intelligence and machine learning. -- EEG-based classification of passive pedaling speeds using SVM: a promising approach for enhancing lower limb rehabilitation technologies. -- Data augmentation by adaptative targeted zoom for MRI brain tumor segmentation. -- Riemannian electrocardiographic signal classification. -- Computational neuroscience. -- Evaluation of Wnt/β-Catenin pathway modulation on CA3-CA1 synaptic plasticity model. -- In silico application of the epsilon-greedy algorithm for frequency optimization of electrical neurostimulation for hypersynchronous disorders. -- Fuzzy control with Central Pattern Generators for the locomotion of quadruped robotic systems. -- Brain-Computer Interfaces. -- Comparison of visual and kinesthetic motor imagery for upper limb activity. -- Effect of imagery training on biomechanical aspects of a sport skill in gymnasts of the Met Chia Club. -- Influence of delays in functional connectivity to distinguish motor imagery tasks. -- Impact of ocular artifact removal on EEG-based color classification for locked-in syndrome BCI communication.

This book constitutes the refereed proceedings of the 4th Latin American Workshop, LAWCN 2023, held in Envigado, Colombia, during November 28-30, 2023. The 8 full papers and 2 short papers included in this book were carefully reviewed and selected from 50 submissions. They were organized in topical sections as follows: artificial intelligence and machine learning; computational neuroscience; and brain-computer interfaces.

There are no comments for this item.

Log in to your account to post a comment.